exponential family

Clustering above Exponential Families with Tempered Exponential Measures AISTATS 2023 Deep equilibrium models as estimators for continuous latent variables AISTATS 2023 Fair Densities via Boosting the Sufficient Statistics of Exponential Families ICML 2023 Generic Unsupervised Optimization for a Latent Variable Model With Exponential Family Observables JMLR 2023 Learning Exponential Families from Truncated Samples NeurIPS 2023 Provable benefits of score matching NeurIPS 2023 Regularization for Shuffled Data Problems via Exponential Family Priors on the Permutation Group AISTATS 2023 Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation ICLR 2022 Bregman Power k-Means for Clustering Exponential Family Data ICML 2022 Declarative nets that are equilibrium models ICLR 2022 Exponential Family Model-Based Reinforcement Learning via Score Matching NeurIPS 2022 Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits NeurIPS 2022 Invariant Causal Representation Learning for Out-of-Distribution Generalization ICLR 2022 Kernel Multimodal Continuous Attention NeurIPS 2022 Learning and Covering Sums of Independent Random Variables with Unbounded Support NeurIPS 2022 Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions ICLR 2022 Nonparametric exponential family graph embeddings for multiple representation learning UAI 2022 Online Updating of Conditional Linear Gaussian Bayesian Networks PGM 2022 Sparse Continuous Distributions and Fenchel-Young Losses JMLR 2022 Stability Based Generalization Bounds for Exponential Family Langevin Dynamics ICML 2022 Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022 VAE Approximation Error: ELBO and Exponential Families ICLR 2022 A Computationally Efficient Method for Learning Exponential Family Distributions NeurIPS 2021 Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent AISTATS 2021 Hypothesis testing with low-degree polynomials in the Morris class of exponential families COLT 2021